Triple
T18985119
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ministry of Heavy Industries (India) |
E464535
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
Heavy Industries Division
Heavy Industries Division is a key administrative wing of India’s Ministry of Heavy Industries responsible for formulating and implementing policies for the country’s heavy engineering and industrial sectors.
|
E1352393
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Heavy Industries Division | Statement: [Ministry of Heavy Industries (India), hasDivision, Heavy Industries Division]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heavy Industries Division Context triple: [Ministry of Heavy Industries (India), hasDivision, Heavy Industries Division]
-
A.
Engine & Machinery Division
The Engine & Machinery Division is a core business unit of Hyundai Heavy Industries that designs and manufactures large marine engines, industrial machinery, and related power systems.
-
B.
Armaments Bureau
The Armaments Bureau is a military agency of Taiwan responsible for the research, development, production, and procurement of weapons and defense equipment for the Republic of China Armed Forces.
-
C.
Metal Engineering Division
The Metal Engineering Division is a business unit of voestalpine specializing in high-performance metal and steel-based products and solutions for sectors such as rail, automotive, and energy.
-
D.
National Organization for Military Production
The National Organization for Military Production is an Egyptian state-owned conglomerate that oversees the development and manufacture of military equipment and related industrial products for Egypt’s defense sector.
-
E.
Shipbuilding Division
The Shipbuilding Division is Hyundai Heavy Industries’ core business unit responsible for designing and constructing a wide range of commercial and specialized vessels, making it one of the world’s leading shipbuilders.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Heavy Industries Division Triple: [Ministry of Heavy Industries (India), hasDivision, Heavy Industries Division]
Generated description
Heavy Industries Division is a key administrative wing of India’s Ministry of Heavy Industries responsible for formulating and implementing policies for the country’s heavy engineering and industrial sectors.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Heavy Industries Division Target entity description: Heavy Industries Division is a key administrative wing of India’s Ministry of Heavy Industries responsible for formulating and implementing policies for the country’s heavy engineering and industrial sectors.
-
A.
Engine & Machinery Division
The Engine & Machinery Division is a core business unit of Hyundai Heavy Industries that designs and manufactures large marine engines, industrial machinery, and related power systems.
-
B.
Armaments Bureau
The Armaments Bureau is a military agency of Taiwan responsible for the research, development, production, and procurement of weapons and defense equipment for the Republic of China Armed Forces.
-
C.
Metal Engineering Division
The Metal Engineering Division is a business unit of voestalpine specializing in high-performance metal and steel-based products and solutions for sectors such as rail, automotive, and energy.
-
D.
National Organization for Military Production
The National Organization for Military Production is an Egyptian state-owned conglomerate that oversees the development and manufacture of military equipment and related industrial products for Egypt’s defense sector.
-
E.
Shipbuilding Division
The Shipbuilding Division is Hyundai Heavy Industries’ core business unit responsible for designing and constructing a wide range of commercial and specialized vessels, making it one of the world’s leading shipbuilders.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d8dd008af48190a97ff1c6488edf1b |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5d65f7f08819088f56e8e030851b1 |
completed | April 20, 2026, 7:31 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05ad43dbb88190a34ff757ca925cbf |
completed | May 14, 2026, 11:08 a.m. |
| NEDg | Description generation | batch_6a05aedf05c4819096ac6a61ada4b310 |
completed | May 14, 2026, 11:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05afe523208190a97142cd8e3b887b |
completed | May 14, 2026, 11:20 a.m. |
Created at: April 10, 2026, 12:01 p.m.